The Azure AI extension enables Azure AI Services and Azure OpenAI capabilities to be integrated directly into Azure Database for PostgreSQL. In this session, we explore how the azure_ai extension can be used to build AI applications with Azure Database for PostgreSQL Flexible Server. Using the azure_ai extension allows us to take advantage of large language models (LLMs) and generative AI directly from the database. LLMs are designed to understand and generate human-like language output and are known for their ability to perform a wide range of tasks related to understanding and generation of natural language. Generative AI has a wide range of benefits for data-driven apps, including semantic search, recommendation systems, and content generation, such as summarization, among many others.